{"id":"W2528866034","doi":"10.4172/plastic-surgery.1000474","title":"Pearls from the meetings:The 6th Annual Toronto Breast Surgery Symposium, March 30, 2006, and the 36th Annual Symposium on Aesthetic Plastic Surgery, March 31–April 1, 2006","year":2006,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Plastic surgery; Breast surgery; General surgery; Gerontology; Surgery; Breast cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004970119,0.00107435,0.001984229,0.0003390476,0.0006692691,0.0003903336,0.0006060836,0.0002811293,0.0003361434],"category_scores_gemma":[0.008620241,0.0005976604,0.0006905636,0.0007154128,0.001905786,0.0004865196,0.0003689413,0.001047253,0.0002880992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309959,"about_ca_system_score_gemma":0.0008891767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129028,"about_ca_topic_score_gemma":0.0005283313,"domain_scores_codex":[0.9917721,0.0009834402,0.001805306,0.001320298,0.002314511,0.001804371],"domain_scores_gemma":[0.8457556,0.1512111,0.0006025911,0.001448715,0.0005069131,0.0004751042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003130806,0.0005837723,0.211654,0.0001994726,0.0002958675,0.0006094982,0.0006134876,0.0002503867,0.0001379349,0.0000950462,0.779559,0.002870702],"study_design_scores_gemma":[0.005268225,0.0003503097,0.8452376,0.005917746,0.002241117,0.005135659,0.003201087,0.002541542,0.0001364304,0.0002697557,0.1273102,0.002390338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255875,0.005794999,0.0001721215,0.04800997,0.0112793,0.001428901,0.002582931,0.0004893692,0.004654935],"genre_scores_gemma":[0.9911817,0.0006772528,0.00001815291,0.001649256,0.003312387,0.0002205822,0.0004862598,0.0002424843,0.00221192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6522488,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009010372863646752,"score_gpt":0.223861337338865,"score_spread":0.2148509644752182,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}